Data Vault Contract Job Trends in Scotland

Data Vault
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Data Vault skills. It covers vacancies from the 6 months leading up to 9 September 2025, with comparisons to the same periods in the previous two years.

6 months to
9 Sep 2025
Same period 2024 Same period 2023
Rank 113 - -
Rank change year-on-year - - -
Contract jobs citing Data Vault 2 0 0
As % of all contract jobs advertised in Scotland 0.13% - -
As % of the Database & Business Intelligence category 0.53% - -
Number of daily rates quoted 2 0 0
10th Percentile £580 - -
25th Percentile £588 - -
Median daily rate (50th Percentile) £625 - -
75th Percentile £663 - -
90th Percentile £670 - -
UK median daily rate £600 £550 £750
% change year-on-year +9.09% -26.67% +25.00%

All Database and Business Intelligence Skills
Scotland

Data Vault falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in Scotland.

Contract vacancies with a requirement for database or business intelligence skills 376 292 441
As % of all contract IT jobs advertised in Scotland 23.60% 15.61% 17.51%
Number of daily rates quoted 204 195 334
10th Percentile £313 £324 £385
25th Percentile £417 £400 £413
Median daily rate (50th Percentile) £491 £450 £488
Median % change year-on-year +9.11% -7.69% -2.50%
75th Percentile £538 £528 £543
90th Percentile £600 £622 £638
UK median daily rate £500 £526 £540
% change year-on-year -4.90% -2.64% -1.82%
Number of hourly rates quoted 2 3 3
10th Percentile - £17.45 £29.14
25th Percentile £52.50 £18.26 £41.53
Median hourly rate £55.00 £19.59 £64.38
Median % change year-on-year +180.76% -69.57% +234.42%
75th Percentile £57.50 - £67.66
90th Percentile - - £68.31
UK median hourly rate £39.48 £33.93 £53.50
% change year-on-year +16.36% -36.58% +19.31%

Data Vault
Job Vacancy Trend in Scotland

Job postings citing Data Vault as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Data Vault in Scotland

Data Vault
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Data Vault.

Contractor daily rate distribution trend for jobs in Scotland citing Data Vault

Data Vault
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Vault within the Scotland region over the 6 months to 9 September 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh - 2 £625 - 4
Data Vault
UK

Data Vault
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 1 (50.00%) Collibra
General
1 1 (50.00%) Documentation Skills
Job Titles
1 2 (100.00%) Data Modeller
Miscellaneous
1 1 (50.00%) BBC
Processes & Methodologies
1 2 (100.00%) Data Modelling
1 2 (100.00%) Data Validation
1 2 (100.00%) Kimball Methodology
1 2 (100.00%) Validation
2 1 (50.00%) Data Ingestion
2 1 (50.00%) Requirements Analysis
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Vendors
1 2 (100.00%) Databricks